The cell-to-cell mapping design approach improves the behaviors of fuzzy controllers

Author

Baglio, S. ; Fortuna, L. ; Graziani, S. ; Muscato, G.

Author_Institution

Dipartimento Elettrico Elettronico e Sistemistico, Catania Univ., Italy

fYear

1991

fDate

28 Oct-1 Nov 1991

Firstpage

1585

Abstract

An automatic design strategy for fuzzy controllers was tested. The performance of the obtained controllers was compared with the behavior of the controllers proposed by an expert. The cell-to-cell design algorithm represents a method to extract the control rules that make up a fuzzy controller automatically. The main idea of this approach is to consider a discrete state space of the plant to be controlled. The presence of chaotic effects was investigated and the characteristics of the attractors of the controlled plants were analyzed

Keywords

control system synthesis; discrete systems; fuzzy set theory; state-space methods; attractors; automatic design strategy; cell-to-cell mapping; chaotic effects; control system synthesis; discrete state space; fuzzy controllers; rules extraction; Algorithm design and analysis; Automatic control; Automatic testing; Chaos; Control systems; Fuzzy control; Fuzzy sets; Humans; Nonlinear control systems; Nonlinear systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics, Control and Instrumentation, 1991. Proceedings. IECON '91., 1991 International Conference on

Conference_Location

Kobe

Print_ISBN

0-87942-688-8

Type

conf

DOI

10.1109/IECON.1991.239099

Filename

239099